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                <a href="../index.html">Xiaowei Xu</a> > Curriculum Vitae
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            <br>
            <h3 align="CENTER">Curriculum Vitae of Xiaowei Xu</h3>
            <h5 align="CENTER">April 7, 2021</H5>

            <center><a target="_blank" href="cv_xiaoweixu.pdf">Download in PDF <img border="0" src="images/pdf.gif"></a></center>

            <br>
            <br>
        </section>
        <!-- RESEARCH INTERESTS -->
        <section class="w">
            <h2>RESEARCH INTERESTS</h2>
            <b>Artificial Intelligence in Medical Data:</b>
            <em>Medical Image Segmentation; Medical Image Classification; Spatio-Temporal Data
                Analysis; Medical Image Enhancement; Prognosis Prediction.</em>
            <b>Embedded Artificial Intelligence for Medical Applications:</b>
            <em>Model Compression; Model Quantization; Efficient Segmentation; DNN Acceleration.</em>
        </section>
        <div class="w p_line"></div>
        <section class="w">
            <h2>EDUCATION</h2>
            <div class="center">
                <table cellpadding=3 width="100%">
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>Ph.D.</b></td>
                        <td align="left">Electronic Science &amp;
                            Engineering</td>
                        <td align="right">09/2013 - 06/2016</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="left">Huazhong University of Science and Technology</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="left"><em>Dissertation: Research on Acceleration of Similarity
                                Metric for Big Data</em></td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>M.Sc.</b></td>
                        <td align="left">Electronic Science &amp; Engineering</td>
                        <td align="right">09/2011 - 04/2014</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="left">Huazhong University of Science and Technology</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>B.Sc.</b></td>
                        <td align="left">Electronic Science &amp; Engineering</td>
                        <td align="right">09/2007 - 06/2011</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="left">Huazhong University of Science and Technology</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                </table>
            </div>
        </section>
        <div class="w p_line"></div>
        <section class="w">
            <b>EXPERIENCE</b>
            <div class="center">
                <table cellpadding=3 width="100%">
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>Assistant Professor</b>, Guangdong Provincial
                            People’s Hospital, Guangzhou, China</td>
                        <td align="right">11/2019 - Now</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>Post-Doc Researcher</b>, University of Notre
                            Dame, US</td>
                        <td align="right">09/2016 - 10/2019</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>Visiting Researcher</b>, Zhejiang University,
                            Hangzhou, China</td>
                        <td align="right">06/2017 - 12/2017</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>Visiting Researcher</b>, State University of
                            New York, Buffalo, US</td>
                        <td align="right">03/2015 - 03/2016</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left"><b>Visiting Researcher</b>, University of Alberta,
                            Edmonton, CA</td>
                        <td align="right">05/2013 - 08/2013</td>
                    </tr>
                    <tr>
                        <td align="left">&nbsp;</td>
                        <td align="left">&nbsp;</td>
                        <td align="right">&nbsp;</td>
                    </tr>
                </table>
            </div>
        </section>
        <div class="w p_line"></div>
        <section class="w">
            <b>AWARDS &amp; HONORS</b>
            <ul>
                <li>Best Student Paper Award, Proc. of IEEE Conference on
                    Computer Vision and Pattern Recognition (CVPR) Workshops,
                    Long Beach, CA, 2019.
                </li>
                <li>ACM/SIGDA Meritorious Service Award, 2019
                    (https://www.sigda.org/awards/service/)
                </li>
                <li>DAC syetem design contest special service recognition
                    reward, 2018
                </li>
                <li>Outstanding contribution in reviewing, Integration, the
                    VLSI journal, 2017
                </li>
                <li>Outstanding undergraduate thesis of Hubei Province, 2011 (<b>1%</b>)
                </li>
                <li>Intel Cup 2010 <b><i>National</i></b> Embedded Systems
                    Undergraduate Electronic Design Contest Special,
                    Invitational Contest, Third place, 2010
                </li>
                <li>Hubei Undergraduate Electronic Design Contest Special
                    Contest ALTERA SOPC Cup, Third place, 2010
                </li>
                <li>UDC <b><i>National</i></b> University Design Competition,
                    Third place, 2010

                    <P>
                </li>
            </ul>
            <h3> JOURNAL AND MAGAZINE ARTICLES</h3>
            <dl class="COMPACT">
                <dt><b>J22.</b></dt>
                <dd><a id="J22"></a> Zeyang Yao, Xiaobing Liu, Xinrong
                    Hu, Wen Xie, Yuhao Dong, Hailong Qiu, Zewen Chen,
                    Yiyu Shi, <b>Xiaowei Xu</b>*, Meiping Huang* and
                    Jian Zhuang*, "a machine learning-based pulmonary
                    venous obstruction prediction model using clinical
                    data and CT image", International Journal of
                    Computer Assisted Radiology and Surgery (<b>IJCARS
                        '21</b>), Vol. 29, Iss. 1-2, pp. 1-20,
                    ISSN:1550-4832, 2021.

                    <P>
                </dd>
                <dt><b>J21.</b></dt>
                <dd><a id="J21"></a> Wentao Chen, Chutong Zhang, Yu Hu,
                    Tianchen Wang, Qing Lu, Yiyu Shi*, <b>Xiaowei Xu</b>*,
                    "Quantization of Deep Neural Networks for Accurate
                    Edge Computing", ACM Journal on Emerging
                    Technologies of Computing Systems, accepted, 2021.
                    (<b>Top journal in Embedded System, recommended C
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>J20.</b></dt>
                <dd><a id="J20"></a> <b>Xiaowei Xu</b>* Hailong Qiu,
                    Haiyun Yuan, Qianjun Jia, Zeyang Yao, Wen Xie,
                    Humming Guo, Meiping Huang, Jian Zhuang, Yiyu Shi,
                    "AI-CHD: An AI-based Framework for
                    Cost-EffectiveSurgical Telementoring of Congenital
                    Heart Disease", Communications of the ACM (CACM
                    '21), Vol. 29, Iss. 1-2, pp. 1-14, ISSN:1520-9210,
                    2021. (<b>IF=6.99</b>)

                    <P>
                </dd>
                <dt><b>J19.</b></dt>
                <dd><a id="J19"></a> Mingqi Li, Dewen Zeng, Qiu Xie,
                    Ruixue Xu, Yu Wang, Dunliang Ma, Yiyu Shi, <b>Xiaowei
                        Xu</b>*, Meiping Huang*, Hongwen Fei*, "a deep
                    learning approach with temporal consistency for
                    automatic myocardial segmentation of quantitative
                    myocardial contrast echocardiography", The
                    International Journal of Cardiovascular Imaging <b>(IJCAI
                        '21)</b>, Vol. 29, Iss. 1-2, pp. 1-14,
                    ISSN:1569-5794, 2021.

                    <P>
                </dd>
                <dt><b>J18.</b></dt>
                <dd><a id="J18"></a> Dongxu Wei, <b>Xiaowei Xu</b>,
                    Kejie Huang, "AC-GAN: a General Method for
                    Appearance-Controllable Human Video Motion
                    Transfer", <b>IEEE Transactions on Multimedia (TMM)</b>,
                    Accepted, 2020. (<b>Top journal in AI, recommended
                        B by CCF</b>)

                    <P>
                </dd>
                <dt><b>J17.</b></dt>
                <dd><a id="J17"></a>Yukun Ding, , Jinglan Liu, Jingjun
                    Xiong, <b>Xiaowei Xu*</b> and Yiyu Shi*, "The
                    Hardware Implication of Neural Networks
                    Competency-Awareness", <b>Nature Electronics</b>,
                    Accepted, 2020.

                    <P>
                </dd>
                <dt><b>J16.</b></dt>
                <dd><a id="J16"></a>Jinglan Liu, Jiaxin Zhang, Yukun
                    Ding, Meng Jiang, <b>Xiaowei Xu</b>, Yiyu Shi
                    (2020). Binarizing Weights Wisely for Edge
                    Intelligence: Guide for Partial Binarization of
                    Deconvolution-Based Generators. IEEE Transactions
                    on Computer-Aided Design of Integrated Circuits and
                    Systems (<b>TCAD</b>) (in print). (<b>Top journal
                        in CAD, recommended a by CCF</b>)

                    <P>
                </dd>
                <dt><b>J15.</b></dt>
                <dd><a id="J15"></a><b>Xiaowei Xu</b>, Xinyi Zhang, Bei
                    Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong
                    Hu, Yiyu Shi, "DAC-SDC Low Power Object Detection
                    Challenge for UAV Applications", IEEE Transactions
                    on Pattern Analysis and Machine Intelligence (<b>TPAMI</b>),
                    <b>In print</b>, 2019. (<b>Top journal in AI,
                        recommended a by CCF</b>)

                    <P>
                </dd>
                <dt><b>J14.</b></dt>
                <dd><a id="J14"></a>Dawei Li, <b>Xiaowei Xu</b>, Leibo
                    Liu, Yiyu Shi, Cheng Zhuo, "Optimal Design of a
                    Low-Power, Phase-Switching Modulator for
                    Implantable Medical Applications", Integration, the
                    VLSI Journal. (<b>Top journal in CAD, recommended C
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>J13.</b></dt>
                <dd><a id="J13"></a><b>Xiaowei Xu</b>, Feng Lin, Wenyao
                    Xu, Xinwei Yao and Yiyu Shi, Dewen Zeng, Yu Hu,
                    "MDA: a Reconfigurable Memristor-based Distance
                    Accelerator for Time Series Mining on Data
                    Centers", IEEE Transactions on Computer-Aided
                    Design of Integrated Circuits and Systems (<b>TCAD</b>)
                    (in print). (<b>Top journal in CAD, recommended a
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>J12.</b></dt>
                <dd><a id="J12"></a><b>Xiaowei Xu</b>, Yukun Ding,
                    Sharon Hu, Michael Niemier, Jason Cong, Yu Hu and
                    Yiyu Shi, "Scaling of Deep Neural Networks for Edge
                    Inference: a Race between Data Scientists and
                    Hardware Architects", <b>Nature Electronics</b>,
                    2018, 1(4): 216. (<b>Top journal</b>)

                    <P>
                </dd>
                <dt><b>J11.</b></dt>
                <dd><a id="J11"></a><b>Xiaowei Xu</b>, Feng Lin, Aosen
                    Wang, Qing Lu, Wenyao Xu, Yiyu Shi and Yu Hu,
                    "Accelerating Dynamic Time Warping with Memristor
                    -based Customized Fabrics", IEEE Transactions on
                    Computer-Aided Design of Integrated Circuits and
                    Systems (<b>TCAD</b>), 37(4), pp. 729-741, 2018. (<b>Top
                        journal in CAD, recommended a by CCF</b>)

                    <P>
                </dd>
                <dt><b>J10.</b></dt>
                <dd><a id="J10"></a><b>Xiaowei Xu</b>, Feng Lin, Aosen
                    Wang, Yu Hu, Ming-chun Huang, and Wenyao Xu,
                    "Body-Earth Mover's Distance: a Matching-Based
                    Approach for Sleep Posture Recognition", IEEE
                    Transactions on Biomedical Circuits and Systems (<b>TBioCAS</b>).
                    10(5), pp.1023-1035.(<b>SCI a</b>)

                    <P>
                </dd>
                <dt><b>J9.</b></dt>
                <dd><a id="J9"></a><b>Xiaowei Xu</b>, "On the
                    Quantization of Cellular Neural Networks for
                    Cyber-Physical Systems", TC-CPS-letter, 1(5),
                    February 01, 2018.

                    <P>
                </dd>
                <dt><b>J8.</b></dt>
                <dd><a id="J8"></a><b>Xiaowei Xu</b>, Qing Lu, Tianchen
                    Wang, Yu Hu, Chen Zhuo, Jinglan Liu, Yiyu Shi,
                    "Efficient Hardware Implementation of Cellular
                    Neural Networks with Incremental Quantization and
                    Early Exit", Journal of Emerging Technologies in
                    Computing Systems (<b>JETC</b>), Accepted. (<b>Top
                        journal in CAD, recommended C by CCF</b>)

                    <P>
                </dd>
                <dt><b>J7.</b></dt>
                <dd><a id="J7"></a>Zhongyang Liu, Shanheng Luo, <b>Xiaowei
                        Xu</b>, Yiyu Shi, Chen Zhuo, "a Multi-Level
                    Optimization Framework for FPGA-Based Cellular
                    Neural Network Implementation", Journal of Emerging
                    Technologies in Computing Systems (<b>JETC</b>),
                    Accepted. (<b>Top journal in CAD, recommended C by
                        CCF</b>)

                    <P>
                </dd>
                <dt><b>J6.</b></dt>
                <dd><a id="J6"></a>Zhongyang Liu, Chen Zhuo, <b>Xiaowei
                        Xu</b>, "An efficient segmentation method using
                    quantized and non-linear CeNN for breast tumor
                    classification", Electronics Letters, 2018. (SCI C)

                    <P>
                </dd>
                <dt><b>J5.</b></dt>
                <dd><a id="J5"></a>Feng Lin, Chen Song, <b>Xiaowei Xu</b>,
                    Lora Cavuoto, Wenyao Xu, "Patient Handling Activity
                    Recognition Through Pressure-Map Manifold Learning
                    Using a Footwear Sensor", Elsevier Smart Health
                    (SH), 1(2), June 2017, Pages 77-92.

                    <P>
                </dd>
                <dt><b>J4.</b></dt>
                <dd><a id="J4"></a>
                    <b>Xiaowei Xu</b>, Lu Pu, Tao Jiang, Zhijun Qiu,
                    and Yu Hu, "a Comparison Study of Connected Vehicle
                    Systems between Named Data Networking and IP",
                    Journal of Internet Technology, 16(2), pp.343-350,
                    2015. (SCI C)

                    <P>
                </dd>
                <dt><b>J3.</b></dt>
                <dd><a id="J3"></a>Li Zhang, <b>Xiaowei Xu</b>, Dawei
                    Li, Xiaofei Chen, Xuecheng Zou, "a single phase
                    modulation for pulse-based inductive-coupling
                    connection in 3D stacked chip", IEICE Electronics
                    Express, 2017, 14(20). (SCI C)

                    <P>
                </dd>
                <dt><b>J2.</b></dt>
                <dd><a id="J2"></a>Li Zhang, Dawei Li, Xuecheng Zou, Yu
                    Hu, <b>Xiaowei Xu</b>, "Scalable and Parameterized
                    Architecture for Efficient Stream Mining", IEICE
                    transections on Fundamentals of Electronics,
                    Communications and Computer Sciences, Vol.E101-a,
                    No.1, pp.219-231, 2018. (SCI C)

                    <P>
                </dd>
                <dt><b>J1.</b></dt>
                <dd><a id="J1"></a>
                    Jiangchen Li, <b>Xiaowei Xu</b>, Junpei Han, Yu Hu,
                    and Xuecheng Zou, "Synchronized pulsed LED
                    algorithm for ambient infrared noise minimization
                    in FTIR-based multitouch system", Infrared and
                    Laser Engineering, 42(6), 2013.

                    <P>
                </dd>
            </dl>
            <h2>
                CONFERENCE AND WORKSHOP PROCEEDINGS
            </h2>
            <dl class="COMPACT">
                <dt><b>C42.</b></dt>
                <dd><a id="C42"></a>Zeng Dewen, Li Mingqi, Ding
                    Yukun, <b>Xiaowei Xu</b>, Xie Qiu, Xu Ruixue,
                    Fei Hongwen, Huang Meiping, Zhuang Jian, Shi
                    Yiyu, "Segmentation with Multiple Acceptable
                    Annotations: a Case Study of Myocardial
                    Segmentation in Contrast Echocardiography",
                    27th international conference on Information
                    Processing in Medical Imaging (<b>IPMI'21, Top
                        coference in medical imaging</b>), Virtual,
                    June 28th – July 2nd, 2021.

                    <P>
                </dd>
                <dt><b>C41.</b></dt>
                <dd><a id="C41"></a>Jiawei Zhang, Yanchun Zhang, <b>Xiaowei
                        Xu</b>, "Pyramid U-Net for Retina Vessel
                    Segmentation", IEEE International Conference on
                    Acoustics, Speech and Signal Processing (<b>ICASSP'21,
                        CCF B</b>), Virtual, 2021.

                    <P>
                </dd>
                <dt><b>C40.</b></dt>
                <dd><a id="C40"></a>Dongxu Wei, <b>Xiaowei Xu</b>,
                    Haibin Shen, Kejie Huang, "C2F-FWN:
                    Coarse-to-Fine Flow Warping Network for
                    Spatial-Temporal Consistent Motion Transfer",
                    35th AAAI Conference on Artificial Intelligence
                    (<b>AAAI'21, CCF a</b>), Virtual, 2021.

                    <P>
                </dd>
                <dt><b>C39.</b></dt>
                <dd><a id="C39"></a>Dewen Zeng, Yukun Ding, <b>Xiaowei
                        Xu</b>, Haiyun Yuan, Hongwen Fei, Meiping
                    Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi„
                    "Hardware-aware Real-time Myocardial
                    Segmentation Quality Control in Contrast
                    Echocardiography", Proc. of IEEE/ACM Design
                    Automation Conference (<b>DAC'21, CCF-a</b>),
                    Virtual, 2021.

                    <P>
                </dd>
                <dt><b>C38.</b></dt>
                <dd><a id="C38"></a>Shao-Cheng Wen, Yu-Jen Chen,
                    Zihao Liu, Wujie Wen, <b>Xiaowei Xu</b>, Yiyu
                    Shi, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan,
                    and Jian Zhuang, "Do noises bother human and
                    neural networks in the same way? a medical
                    image analysis perspective", IEEE International
                    Conference on Bioinformatics and Biomedicine (<b>BIBM'2020,
                        CCF B</b>), 2020.

                    <P>
                </dd>
                <dt><b>C37.</b></dt>
                <dd><a id="C37"></a>Jiawei Zhang, Yanchun Zhang,
                    Shanfeng Zhu, <b>Xiaowei Xu</b>, "Constrained
                    Multi-scale Dense Connections for Accurate
                    Biomedical Image Segmentation", IEEE
                    International Conference on Bioinformatics and
                    Biomedicine (<b>BIBM'2020, CCF B</b>), 2020.

                    <P>
                </dd>
                <dt><b>C36.</b></dt>
                <dd><a id="C36"></a>Xinrong Hu, Zeyang Yao, Furong
                    Liu, Wen Xie, Hailong Qiu, Yuhao Dong, Qianjun
                    Jia, Meiping Huang, Jian Zhuang, <b>Xiaowei Xu</b>
                    and Yiyu Shi, "Joint Clinical Data and CT Image
                    based Prognosis: a Case Study on Postoperative
                    Pulmonary Venous Obstruction Prediction," in
                    Proc. of Medical Image Computing and Computer
                    Assisted Interventions (<b>MICCAI</b>) Workshop
                    on Predictive Intelligence in Medicine (PRIME),
                    2020

                    <P>
                </dd>
                <dt><b>C35.</b></dt>
                <dd><a id="C35"></a>Dewen Zeng, Weiwen Jiang,
                    Tianchen Wang, <b>Xiaowei Xu</b>, Haiyun Yuan,
                    Meiping Huang, Jian Zhuang, Jingtong Hu and
                    Yiyu Shi, "Towards Cardiac Intervention
                    Assistance: Hardware-Aware Neural Architecture
                    Exploration for Real-Time 3D Cardiac Cine MRI
                    Segmentation," in Proc. of IEEE/ACM
                    International Conference on Computer-Aided
                    Design, 2020 (Invited Paper)(<b>Top conference
                        in CAD, recommended B by CCF</b>)

                    <P>
                </dd>
                <dt><b>C34.</b></dt>
                <dd><a id="C34"></a><b>Xiaowei Xu</b>, Tianchen
                    Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang,
                    Qianjun Jia, Jianzheng Cen, Yuhao Dong, Yiyu
                    Shi (2020). ImageCHD: a 3D Computed Tomography
                    Image Dataset for Classification of Congenital
                    Heart Disease. In Proc. of Medical Image
                    Computing and Computer Assisted Interventions (<b>MICCAI'20</b>),
                    Lima, Peru, pp. 8300–8308.

                    <P>
                </dd>
                <dt><b>C33.</b></dt>
                <dd><a id="C33"></a>Tianchen Wang, Jinjun Xiong, <b>Xiaowei
                        Xu</b>, Qianjun Jia, Haiyun Yuan, Meiping
                    Huang, Jian Zhuang, Yiyu Shi. ICA-UNet: ICA
                    Inspired Statistical UNet for Real-time 3D
                    Cardiac Cine MRI Segmentation. In Proc. of
                    Medical Image Computing and Computer Assisted
                    Interventions (<b>MICCAI'20</b>), Lima, Peru,
                    pp. 8300–8308.

                    <P>
                </dd>
                <dt><b>C32.</b></dt>
                <dd><a id="C32"></a>Zihao Liu, Sicheng Li,
                    Yen-Kuang Chen, Tao Liu, Qi Liu, <b>Xiaowei Xu</b>,
                    Yiyu Shi, Wujie Wen (2020). Orchestrating
                    Medical Image Compression and Remote
                    Segmentation Networks. In Proc. of Medical
                    Image Computing and Computer Assisted
                    Interventions (<b>MICCAI'20</b>), Lima, Peru,
                    pp. 8300–8308.

                    <P>
                </dd>
                <dt><b>C31.</b></dt>
                <dd><a id="C31"></a>Song Bian, <b>Xiaowei Xu</b>,
                    Weiwen Jiang, Yiyu Shi, Takashi Sato (2020).
                    BUNET: Blind Medical Image Segmentation Based
                    on Secure UNET. In Proc. of Medical Image
                    Computing and Computer Assisted Interventions (<b>MICCAI'20</b>),
                    Lima, Peru, pp. 8300–8308.

                    <P>
                </dd>
                <dt><b>C30.</b></dt>
                <dd><a id="C30"></a>Yukun Ding, Jinglan Liu, <b>Xiaowei
                        Xu</b>, Meiping Huang, Jian Zhuang, Jinjun
                    Xiong, Yiyu Shi. Uncertainty-Aware Training of
                    Neural Networks for Selective Medical Image
                    Segmentation. In Proc. Of Medical imaging with
                    Deep Learning (<b>MIDL'20</b>), Montreal,
                    Canada, pp. 8300–8308, 2020.

                    <P>
                </dd>
                <dt><b>C29.</b></dt>
                <dd><a id="C29"></a>Yu-Jen Chen, Yen-Jeng Chang,
                    Shao-Cheng Wen, <b>Xiaowei Xu</b>, Tsung-Yi Ho,
                    Qianjun Jia, Meiping Huang, Jian Zhuang, Yiyu
                    Shi. Zero-Shot Medical Image Artifact
                    Reduction. In IEEE International Symposium on
                    Biomedical Imaging (<b>ISBI'20</b>), 2020, Iowa
                    city, pp. 8300–8308.

                    <P>
                </dd>
                <dt><b>C29.</b></dt>
                <dd><a id="C29"></a>Qing Lu, Weiwen Jiang, <b>Xiaowei
                        Xu</b>, Yiyu Shi, Jingtong Hu (2019). On
                    Neural Architecture Search for
                    Resource-Constrained Hardware Platforms. Proc.
                    of IEEE/ACM 2017 International Conference On
                    Computer-Aided Design (<b>ICCAD'19</b>), CA,
                    2019. (<b>Top conference in CAD, recommended B
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>C28.</b></dt>
                <dd><a id="C28"></a><b>Xiaowei Xu</b>, Tianchen
                    Wang, Yiyu Shi, "Multi-model Whole-Heart and
                    Great Vessel Segmentation in Congenital Heart
                    Disease using Deep Neural Networks and Graph
                    Matching", the 22nd International Conference on
                    Medical Image Computing and Computer Assisted
                    Intervention (<b>MICCAI'19</b>), 2019.

                    <P>
                </dd>
                <dt><b>C27.</b></dt>
                <dd><a id="C27"></a><b>Xiaowei Xu</b>, Meiping
                    Huang, Qianjun Jia, Hailong Qiu, Haiyun Yuan,
                    Yuhao Dong, Jian Zhuang and Yiyu Shi, "Accurate
                    Congenital Heart Disease Model Generation for
                    3D Printing," in Proc. of IEEE International
                    Workshop in Signal Processing Systems, Nanjing,
                    China, 2019.

                    <P>
                </dd>
                <dt><b>C26.</b></dt>
                <dd><a id="C26"></a>Boyang Li, Changhao Chenli, <b>Xiaowei
                        Xu</b>, Taeho Jung and Yiyu Shi,
                    "Exploiting Computation Power of Blockchain for
                    Biomedical Image Segmentation," in Proc. of
                    IEEE Conference on Computer Vision and Pattern
                    Recognition (<b>CVPR'18</b>) Workshops, Long
                    Beach, CA, 2019. (Best Student Paper Award)

                    <P>
                </dd>
                <dt><b>C25.</b></dt>
                <dd><a id="C25"></a>Tianchen Wang, <b>Xiaowei Xu</b>,
                    jingjun, Xiong, Yiyu Shi, "Multiscale SD-Net:
                    Multiscale Statistical Dense Neural Network for
                    Efficient 3D Cardiovascular MRI Segmentation",
                    the 22nd International Conference on Medical
                    Image Computing and Computer Assisted
                    Intervention (<b>MICCAI'19</b>).

                    <P>
                </dd>
                <dt><b>C24.</b></dt>
                <dd><a id="C24"></a>Zihao Liu, <b>Xiaowei Xu</b>,
                    Tao Liu, Qi Liu, Yanzhi Wang, Meiping Huang,
                    Haiyun Yuan,Jian Zhuang, Yiyu Shi, "Machine
                    Vision Guided 3D Medical Image Compression for
                    Efficient Transmission and Accurate
                    Segmentation in the Clouds", IEEE Conference on
                    Computer Vision and Pattern Recognition (<b>CVPR'19</b>),
                    Accepted(<b>Top conference in AI, recommended a
                        by CCF</b>).

                    <P>
                </dd>
                <dt><b>C23.</b></dt>
                <dd><a id="C23"></a>Tianchen Wang, <b>Xiaowei Xu</b>,
                    jingjun, Xiong, Yiyu Shi, "SCNN: a General
                    Distribution based Statistical Convolutional
                    Neural Networkwith Application to Video Object
                    Detection", The Thirty-Third AAAI Conference on
                    Artificial Intelligence (<b>AAAI'19</b>),
                    Honolulu, 2019. Accept (<b>Top conference in
                        AI, recommended a by CCF</b>)

                    <P>
                </dd>
                <dt><b>C22.</b></dt>
                <dd><a id="C22"></a><b>Xiaowei Xu</b>, Qing Lu, Lin
                    Yang, Sharon Hu, Danny Chen, Yu Hu, Yiyu Shi,
                    "Quantization of Fully Convolutional Networks
                    for Accurate Biomedical Image Segmentation",
                    IEEE Conference on Computer Vision and Pattern
                    Recognition (<b>CVPR'18</b>), Salt lake city,
                    2018. (<b>Top conference in AI, recommended a
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>C21.</b></dt>
                <dd><a id="C21"></a><b>Xiaowei Xu</b>, Tianchen
                    Wang, Qing Lu, Yiyu Shi, "Resource Constrained
                    Cellular Neural Networks for Real-time Obstacle
                    Detection using FPGAs", The 19th International
                    Symposium on Quality Electronic Design (<b>ISQED'18</b>),
                    Santa Clark, USA, 2018.

                    <P>
                </dd>
                <dt><b>C20.</b></dt>
                <dd><a id="C20"></a><b>Xiaowei Xu</b>, Dewen Zeng,
                    Wenyao Xu, Yiyu Shi, Yu Hu, "An Efficient
                    Memristor-Based Distance Accelerator for Time
                    Series Data Mining on Data Centers", 54th
                    Design Automation Conference (<b>DAC'17</b>),
                    2017. (<b>Top conference in CAD, recommended a
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>C19.</b></dt>
                <dd><a id="C19"></a><b>Xiaowei Xu</b>, Qing Lu,
                    Tianchen Wang, Jinglan Liu, Chen Zhuo, Sharon
                    Hu, Yiyu Shi, "Empowering Mobile Telemedicine
                    with Compressed Cellular Neural Networks", in
                    Proc. of IEEE/ACM 2017 International Conference
                    On Computer-Aided Design (<b>ICCAD'17</b>), CA,
                    2017. (<b>Top conference in CAD, recommended B
                        by CCF</b>)

                    <P>
                </dd>
                <dt><b>C18.</b></dt>
                <dd><a id="C18"></a><b>Xiaowei Xu</b>, Qing Lu,
                    Tianchen Wang, Jinglan Liu, Yu Hu and Yiyu Shi,
                    "Efficient Hardware Implementation of Cellular
                    Neural Networks with Powers-of-Two Based
                    Incremental Quantization", <b>Neuromorphic
                        Computing Symposium</b>, Knoxville, 2017.

                    <P>
                </dd>
                <dt><b>C17.</b></dt>
                <dd><a id="C17"></a>Zeyu Yan, <b>Xiaowei Xu</b>,
                    Guangyu Yu, Hu Yu, "Empowering Edge Mining on
                    Smartphones with Reconfigurable Fabrics", China
                    Semiconductor Technology International
                    Conference (<b>CSTIC'17</b>), Shanghai, China,
                    2018.

                    <P>
                </dd>
                <dt><b>C16.</b></dt>
                <dd><a id="C16"></a>Guangyu Yu, <b>Xiaowei Xu</b>,
                    Zeyu Yan and Hu Yu, "Accelerating Earth Movers
                    Distance with Instruction Set Extension for
                    Image Retrieval", China Semiconductor
                    Technology International Conference (<b>CSTIC'17</b>),
                    Shanghai, China, 2018.

                    <P>
                </dd>
                <dt><b>C15.</b></dt>
                <dd><a id="C15"></a>
                    Guanbing Deng, Hanqing Zhou, Guangyu Yu, Zeyu
                    Yan, Yu Hu, <b>Xiaowei Xu</b>, "Scalable and
                    parameterized dynamic time warping architecture
                    for efficient vehicle re-identification", In
                    Transportation Information and Safety (<b>ICTIS'17</b>),
                    4th International Conference on, 2017.

                    <P>
                </dd>
                <dt><b>C14.</b></dt>
                <dd><a id="C14"></a>
                    Zhongyang Liu, Shaoheng Luo, <b>Xiaowei Xu</b>,
                    Yiyu Shi and Chen Zhuo, "a Multi-Level
                    Optimization Framework for Efficient FPGA-Based
                    Cellular Neural Network Implementation",
                    Neuromorphic Computing Symposium, Knoxville,
                    July 2017.

                    <P>
                </dd>
                <dt><b>C13.</b></dt>
                <dd><a id="C13"></a>
                    Kun Woo Cho, Feng Lin, Chen Song, <b>Xiaowei Xu</b>,
                    Fuxing Gu, and Wenyao Xu, "Thermal Handprint
                    Analysis for Forensic Identification using
                    Heat-Earth Mover's Distance", 2016 IEEE
                    International Conference on Identity, Security
                    and Behavior Analysis (<b>ISBA'16</b>), Sendai,
                    Japan, February, 2016.

                    <P>
                </dd>
                <dt><b>C12.</b></dt>
                <dd><a id="C12"></a>
                    Feng Lin, Chen Song, <b>Xiaowei Xu</b>, Lora
                    Cavuoto, Wenyao Xu, "Sensing from the Bottom:
                    Smart Insole Enabled Patient Handling Activity
                    Recognition Through Manifold Learning", IEEE
                    International Conference on Connected Health:
                    Applications, Systems and Engineering
                    Technologies (<b>CHASE'16</b>), Washington
                    D.C., June 2016.

                    <P>
                </dd>
                <dt><b>C11.</b></dt>
                <dd><a id="C11"></a>
                    Feng Lin, <b>Xiaowei Xu</b>, Aosen Wang, Lora
                    Cavuoto, Wenyao Xu, "Automated patient handling
                    activity recognition for at-risk caregivers
                    using an unobtrusive wearable sensor", IEEE
                    International Conference on Biomedical and
                    Health Informatics (<b>BHI'16</b>), Las Vegas,
                    February 2016.

                    <P>
                </dd>
                <dt><b>C10.</b></dt>
                <dd><a id="C10"></a>Kun Woo Cho, Feng Lin, Chen
                    Song, <b>Xiaowei Xu</b>, Michelle
                    Hartley-McAndrew, Kathy Doody, Wenyao Xu,
                    "Gaze-Wasserstein: a Quantitative Screening
                    Approach to Autism Spectrum Disorder", IEEE
                    Annual Wireless Health Conference (<b>WH'16</b>),
                    Bethesda, MD, October 2016.

                    <P>
                </dd>
                <dt><b>C9.</b></dt>
                <dd><a id="C9"></a><b>Xiaowei Xu</b>, Feng Lin,
                    Aosen Wang, Chen Song, Yu Hu, and Wenyao Xu,
                    "On-bed Sleep Posture Recognition Based on
                    Body-Earth Movers Distance", IEEE Conference on
                    Circuits and Systems (<b>BioCAS'15</b>),
                    Atlanta, Georgia, October, 2015.

                    <P>
                </dd>
                <dt><b>C8.</b></dt>
                <dd><a id="C8"></a>Aosen Wang, Chen Song, <b>Xiaowei
                        Xu</b>, Feng Lin, Zhanpeng Jin, and Wenyao
                    Xu, "Selective and Compressed Sensing for
                    Energy-Efficient Implantable Neural Encoding",
                    IEEE Conference on Circuits and Systems (<b>BioCAS'15</b>),
                    Atlanta, 2015.

                    <P>
                </dd>
                <dt><b>C7.</b></dt>
                <dd><a id="C7"></a>Hanqing Zhou, <b>Xiaowei Xu</b>,
                    Yu Hu, Guangyu Yu, Zeyu Yan, Feng Lin, and
                    Wenyao Xu, "An Energy-efficient Pipelined DTW
                    Architecture on Hybrid Embedded Platform", IEEE
                    Green and Sustainable Computing Conference (<b>IGSC'15</b>),
                    Las Vegas, 2015.

                    <P>
                </dd>
                <dt><b>C6.</b></dt>
                <dd><a id="C6"></a><b>Xiaowei Xu</b>, Lu Pu,
                    Hanqing Zhou, Yu Hu, Aosen Wang, and Wenyao Xu,
                    "Energy Characterization and Optimization of
                    Embedded Data Mining Algorithms: a Case Study
                    of the DTW-kNN Framework", International
                    Workshop on Green Programming, Computing, and
                    Data Processing (<b>GPCDP'14</b>), Dallas,
                    Texas, 2014.

                    <P>
                </dd>
                <dt><b>C5.</b></dt>
                <dd><a id="C5"></a>
                    Lu Pu, <b>Xiaowei Xu</b>, Han He, Haning Zhou,
                    Zhijun Qiu, and Yu Hu, "a flexible control
                    study of variable speed limit in connected
                    vehicle systems", International Workshop on
                    Mobile Internet Big Data (<b>IWMBD'14</b>),
                    Wuhan, China, May, 2014.

                    <P>
                </dd>
                <dt><b>C4.</b></dt>
                <dd><a id="C4"></a>
                    Jiangchen Li, <b>Xiaowei Xu</b>, Hongpeng Zhao,
                    Yu Hu, and Tony Z. Qiu, "An Energy Efficient
                    Sub-Nyquist Sampling Method Based on Compressed
                    Sensing in a Wireless Sensor Network for
                    Vehicle Detection", The 2nd International
                    Conference on Connected Vehicles and Expo (<b>ICCVE'13</b>),
                    Las Vegas, Nevada, 2013.

                    <P>
                </dd>
                <dt><b>C3.</b></dt>
                <dd><a id="C3"></a>Tao Jiang, <b>Xiaowei Xu</b>, Lu
                    Pu, Yu Hu, and Zhijun Qiu, "a simulation study
                    of connected vehicle systems using named data
                    network", 4th International Conference on Cloud
                    Computing (<b>ICCC'14</b>), Wuhan, China, 2013.

                    <P>
                </dd>
                <dt><b>C2.</b></dt>
                <dd><a id="C2"></a><b>Xiaowei Xu</b>, Tao Jiang,
                    Pengfei Li, Tony Qiu, and Yu Hu, "a
                    High-Level-Architect SimIVC for Simulating
                    Traffic Network", The 2nd International
                    Conference on Transportation Information and
                    Safety (<b>ICTIS'13</b>), Wuhan, 2013.

                    <P>
                </dd>
                <dt><b>C1.</b></dt>
                <dd><a id="C1"></a><b>Xiaowei Xu</b>, Wanghui Zou,
                    Jinran Du, Xiaofei Chen, and Xuecheng Zou,
                    Predictive calculation of coupling coefficient
                    between on-chip small-area multilayer
                    inductors", Solid-State and Integrated Circuit
                    Technology, 2012 IEEE (<b>ICSICT'12</b>), Xian,
                    2012.

                    <P>
                </dd>
            </dl>
            <b>INVITED TALKS</b>
            <ul>
                <li><b>Invited Talk</b>, <em>“Efficient
                        Machine Learning for IoT
                        Applications”</em>, <b>Zhejiang
                        University</b>, Hangzhou,
                    China, October, <b>2018</b>.

                    <P>
                </li>
                <li><b>Invited Talk</b>, <em>”Efficient
                        Machine Learning for IoT
                        Applications“</em>, Shandong
                    University, Qingdao, China, July <b>2018</b>.

                    <P>
                </li>
                <li><b>Invited Talk</b>, <em>“Hardware
                        Acceleration for Deep Learning”</em>,
                    Zhejiang University of Technology,
                    Hangzhou, China, June <b>2017</b>.

                    <P>
                </li>
            </ul>
            <b>PROFESSIONAL ACTIVITY
                &amp; MEMBERSHIPS</b>
            <ul>
                <li><b>Organizing Committee
                        Member:</b>
                    <table width="90%">
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;<b>Program
                                    Committee
                                    Member</b>,
                                HBAI 2020:
                                Joint Workshop
                                on Human Brain
                                and Artificial
                                Intelligence,
                                Held in
                                Conjunction
                                With <b>IJCAI</b>-PRICAI,
                                <b>2020</b>.</td>
                        </tr>
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;<b>TPC
                                    Member</b>,
                                2019 IEEE
                                Computer
                                Society Annual
                                Symposium on
                                VLSI, <b>ISVLSI</b>
                                2019, Miami,
                                FL, USA, July
                                15-17, 2019.
                            </td>
                        </tr>
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;<b>TPC
                                    Member</b>,
                                37th IEEE
                                International
                                Conference on
                                Computer
                                Design, <b>ICCD</b>
                                2019, Abu
                                Dhabi, United
                                Arab Emirates,
                                November 17-20,
                                <b>2019</b>.</td>
                        </tr>
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;<b>TPC
                                    Member</b>,
                                International
                                Symposium on
                                Quality
                                Electronic
                                Design (<b><b>ISQED</b></b>).
                                <b>2019, 2020,
                                    2021</b>.</td>
                        </tr>
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;<b>TPC
                                    Member</b>,
                                2018 IEEE
                                Computer
                                Society Annual
                                Symposium on
                                VLSI, <b>ISVLSI</b>
                                2018, Hong
                                Kong, China,
                                July 8-11, <b>2018</b>

                                <P>
                            </td>
                        </tr>
                    </table>

                    <P>
                </li>
                <li><b>Professional
                        Memberships:</b>
                    <table width="90%">
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;<b>Member
                                    of IEEE</b>
                                (Institute of
                                Electrical and
                                Electronics
                                Engineers)</td>
                        </tr>
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;Member
                                of <b>ACM</b>
                                (Association
                                for Computing
                                Machinery)</td>
                        </tr>
                        <tr>
                            <td align="right" valign="top">-</td>
                            <td valign="top">&nbsp;Member
                                of <b>MICCAI</b>
                                (The Medical
                                Image Computing
                                and Computer
                                Assisted
                                Intervention
                                Society)
                            </td>
                        </tr>
                    </table>

                    <P>
                </li>
                <li><b>Reviewer:</b>
                    <table width="90%">

                        <P>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;Nature
                                    Computational
                                    Science (<b>Nature
                                        NCS</b>)</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    Transactions
                                    on Neural
                                    Networks
                                    and
                                    Learning
                                    Systems (<b>IEEE
                                        TNNLS</b>)</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    Transactions
                                    on
                                    Computer-Aided
                                    Design of
                                    Integrated
                                    Circuits
                                    and Systems
                                    (<b>TCAD</b>)</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    Transactions
                                    on Very
                                    Large Scale
                                    Integration
                                    (<b>TVLSI</b>)</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    Transactions
                                    on Computer
                                    (<b>TC</b>)</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;Integration
                                    the VLSI
                                    Journal (<b>Integration</b>)</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    International
                                    Conference
                                    on Computer
                                    Aid Design
                                    (<b>ICCAD</b>)
                                    2018</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    Design
                                    Automation
                                    Conference
                                    (<b>DAC</b>)
                                    2017</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    Computer
                                    Society
                                    Annual
                                    Symposium
                                    on VLSI (<b>ISVLSI</b>),
                                    2018</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;IEEE
                                    International
                                    Conference
                                    on Computer
                                    Design (<b>ICCD</b>),
                                    2018</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;International
                                    Symposium
                                    on Quality
                                    Electronic
                                    Design (<b>ISQED</b>)
                                    2019</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;Medical
                                    Image
                                    Computing
                                    and
                                    Computer
                                    Assisted
                                    Interventions
                                    (<b>MICCAI</b>),
                                    Lima, Peru,
                                    2020 and
                                    2021</td>
                            </tr>
                            <tr>
                                <td align="right" valign="top">-</td>
                                <td valign="top">&nbsp;MDPI
                                    Sensors

                                    <P>
                                </td>
                            </tr>
                    </table>

                    <P>
                </li>
            </ul>
        </section>


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